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Acoustic Based Crosshole Full Waveform Slowness Inversion in the Time Domain

机译:时域中基于声学的交叉孔全波形慢度反演

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We develop a new full waveform inversion (FWI) method for slowness with the crosshole data based on the acoustic wave equation in the time domain. The method combines the total variation (TV) regularization with the constrained optimization together which can inverse the slowness effectively. One advantage of slowness inversion is that there is no further approximation in the gradient derivation. Moreover, a new algorithm named the skip method for solving the constrained optimization problem is proposed. The TV regularization has good ability to inverse slowness at its discontinuities while the constrained optimization can keep the inversion converging in the right direction. Numerical computations both for noise free data and noisy data show the robustness and effectiveness of our method and good inversion results are yielded.
机译:我们基于时域中的声波方程,开发了一种新的全波形反演(FWI)方法,用于处理井眼数据的慢度。该方法将总变异(TV)正则化与约束优化结合在一起,可以有效地逆转速度。慢度反演的一个优点是梯度推导中没有进一步的近似。此外,提出了一种新的算法,称为跳跃法,用于解决约束优化问题。 TV正则化具有在其不连续处反演慢度的良好能力,而受约束的优化则可以使反演在正确的方向上收敛。对无噪声数据和噪声数据的数值计算均表明了该方法的鲁棒性和有效性,并取得了良好的反演结果。

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